CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing

Complex event processing (CEP) is defined as event processing for multiple stream sources to infer events that suggest complicated circumstances. As the size of stream data becomes larger, CEP engines have been parallelized to take advantage of distributed computing. Typically, deployment of such a...

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Bibliographic Details
Main Authors: Shin, Yooju, Yoon, Susik, Trirat, Patara, Lee, Jae-Gil
Format: Conference Proceeding
Language:English
Subjects:
Apache Storm
Clustering algorithms
Complex event processing
Distributed databases
Distributed system
Engines
Generators
Monitoring
Resource management
Storms
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Summary:Complex event processing (CEP) is defined as event processing for multiple stream sources to infer events that suggest complicated circumstances. As the size of stream data becomes larger, CEP engines have been parallelized to take advantage of distributed computing. Typically, deployment of such a distributed CEP engine involves manual configuration, which has been regarded as an obstacle to its widespread adoption. In this demonstration, we present CEP-Wizard, a framework of automatically configuring and deploying a distributed CEP engine with minimum effort. The demonstration shows that even inexperienced users can easily configure and deploy it on Apache Storm with achieving high performance and low resource usage.
ISSN:2375-026X
DOI:10.1109/ICDE.2019.00225